Core AI

RAG & Vector Search

Retrieval-augmented generation, vector databases, embeddings and semantic search

5,294
lessons
Skills in this topic
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RAG Basics
beginner
Chunk documents with LangChain or LlamaIndex
Vector Stores
intermediate
Set up Pinecone, Weaviate, or pgvector
RAG Evaluation
intermediate
Run RAGAS evaluation on a RAG pipeline
Advanced RAG
advanced
Build a hybrid BM25 + dense retrieval pipeline
Videos 5,119 Reads 175
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Fauna Plays Outer Wilds: Finale 【The End】
RAG & Vector Search ⚡ AI Lesson
Fauna Plays Outer Wilds: Finale 【The End】
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Fauna Plays Outer Wilds: Episode 20 【Panic】
RAG & Vector Search
Fauna Plays Outer Wilds: Episode 20 【Panic】
Ceres Fauna Ch. hololive-EN Beginner 2y ago
We Analyzed 15,000 Social Media Profiles Over The Last 3 Years
RAG & Vector Search
We Analyzed 15,000 Social Media Profiles Over The Last 3 Years
Neil Patel Beginner 2y ago
6 Steps That Made Me a Millionaire Before 30
RAG & Vector Search
6 Steps That Made Me a Millionaire Before 30
Russell Brunson Beginner 2y ago
What is Retrieval Augmented Generation (RAG) - Augmenting LLMs with a memory
RAG & Vector Search ⚡ AI Lesson
What is Retrieval Augmented Generation (RAG) - Augmenting LLMs with a memory
What's AI by Louis-François Bouchard Beginner 2y ago
Are pandas the most misunderstood animal? - Lucy Cooke
RAG & Vector Search
Are pandas the most misunderstood animal? - Lucy Cooke
TED-Ed Beginner 2y ago
LangChain v0.1.0 Launch: Retrieval
RAG & Vector Search
LangChain v0.1.0 Launch: Retrieval
LangChain Beginner 2y ago
Make cool edits in minutes! #python - https://github.com/GregBaugues/subclippy/blob/main/subclip.py
RAG & Vector Search
Make cool edits in minutes! #python - https://github.com/GregBaugues/subclippy/blob/main/subclip.py
AssemblyAI Beginner 2y ago
Haystack AI: Production-ready RAG with Custom Data made easy!
RAG & Vector Search
Haystack AI: Production-ready RAG with Custom Data made easy!
Mervin Praison Beginner 2y ago
The Year of Wood Dragon, a Live Forecast by CT Holman
RAG & Vector Search ⚡ AI Lesson
The Year of Wood Dragon, a Live Forecast by CT Holman
TCM Academy Beginner 2y ago
Revolutionizing AI Data Management with Jerry Liu, CEO of LlamaIndex
RAG & Vector Search ⚡ AI Lesson
Revolutionizing AI Data Management with Jerry Liu, CEO of LlamaIndex
Weights & Biases Beginner 2y ago
Top 5 Digital Marketing Trends For 2024
RAG & Vector Search
Top 5 Digital Marketing Trends For 2024
Neil Patel Beginner 2y ago
EC2 Instance Storage | AWS Certified Cloud Practitioner Course CLF-C01
RAG & Vector Search
EC2 Instance Storage | AWS Certified Cloud Practitioner Course CLF-C01
Learn With Udemy Course Beginner 2y ago
Armchair Architects: LLMs & Vector Databases (Part 2)
RAG & Vector Search
Armchair Architects: LLMs & Vector Databases (Part 2)
Microsoft Developer Beginner 2y ago
2023 Real Python Tutorial & Video Course Wrap-Up | Real Python Podcast #185
RAG & Vector Search
2023 Real Python Tutorial & Video Course Wrap-Up | Real Python Podcast #185
Real Python Beginner 2y ago
Track and Monitor RAG Pipelines using Weights & Biases (wandb)
RAG & Vector Search ⚡ AI Lesson
Track and Monitor RAG Pipelines using Weights & Biases (wandb)
AI Anytime Beginner 2y ago
PostgreSQL as VectorDB - Beginner Tutorial
RAG & Vector Search
PostgreSQL as VectorDB - Beginner Tutorial
Dave Ebbelaar Beginner 2y ago
What is Storage Access API?
RAG & Vector Search
What is Storage Access API?
Chrome for Developers Beginner 2y ago
What Is Retrieval-Augmented Generation and How to Make AI Work for You, with Guil Hernandez
RAG & Vector Search
What Is Retrieval-Augmented Generation and How to Make AI Work for You, with Guil Hernandez
Scrimba Beginner 2y ago
What is CHIPS?
RAG & Vector Search ⚡ AI Lesson
What is CHIPS?
Chrome for Developers Beginner 2y ago
2024's AI Essentials: 10 Must-Know AI Terms from 2023 Explained in 5 Minutes! 🚀🌟
RAG & Vector Search
2024's AI Essentials: 10 Must-Know AI Terms from 2023 Explained in 5 Minutes! 🚀🌟
AssemblyAI Beginner 2y ago
The Worst Web Browser Is...
RAG & Vector Search ⚡ AI Lesson
The Worst Web Browser Is...
Brodie Robertson Beginner 2y ago
Why Discipline is the Missing Ingredient in Your Success
RAG & Vector Search ⚡ AI Lesson
Why Discipline is the Missing Ingredient in Your Success
Evan Carmichael Beginner 2y ago
Fauna Plays Outer Wilds: Episode 19 【Death】
RAG & Vector Search
Fauna Plays Outer Wilds: Episode 19 【Death】
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Fauna Plays Outer Wilds: Episode 18 【Fangirl】
RAG & Vector Search ⚡ AI Lesson
Fauna Plays Outer Wilds: Episode 18 【Fangirl】
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Fauna Plays Outer Wilds: Episode 17 【Breakthrough】
RAG & Vector Search
Fauna Plays Outer Wilds: Episode 17 【Breakthrough】
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Fauna Plays Outer Wilds: Episode 16 【No Time For Caution】
RAG & Vector Search ⚡ AI Lesson
Fauna Plays Outer Wilds: Episode 16 【No Time For Caution】
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Fauna Plays Outer Wilds: Episode 15 【Puncture】
RAG & Vector Search ⚡ AI Lesson
Fauna Plays Outer Wilds: Episode 15 【Puncture】
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Fauna Plays Outer Wilds: Episode 14 【Jump】
RAG & Vector Search
Fauna Plays Outer Wilds: Episode 14 【Jump】
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Fauna Plays Outer Wilds: Episode 13 【Melt】
RAG & Vector Search
Fauna Plays Outer Wilds: Episode 13 【Melt】
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Fauna Plays Outer Wilds: Episode 12 【Fossil】
RAG & Vector Search
Fauna Plays Outer Wilds: Episode 12 【Fossil】
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Fauna Plays Outer Wilds: Episode 11 【Philosophy】
RAG & Vector Search
Fauna Plays Outer Wilds: Episode 11 【Philosophy】
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Fauna Plays Outer Wilds: Episode 10 【Poem】
RAG & Vector Search
Fauna Plays Outer Wilds: Episode 10 【Poem】
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Fauna Plays Outer Wilds: Episode 9 【Baby】
RAG & Vector Search ⚡ AI Lesson
Fauna Plays Outer Wilds: Episode 9 【Baby】
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Fauna Plays Outer Wilds: Episode 8 【Elevator】
RAG & Vector Search
Fauna Plays Outer Wilds: Episode 8 【Elevator】
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Fauna Plays Outer Wilds: Episode 7 【Binary】
RAG & Vector Search
Fauna Plays Outer Wilds: Episode 7 【Binary】
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Fauna Plays Outer Wilds: Episode 6 【Caves】
RAG & Vector Search ⚡ AI Lesson
Fauna Plays Outer Wilds: Episode 6 【Caves】
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Fauna Plays Outer Wilds: Episode 5 【Thalassophobia】
RAG & Vector Search ⚡ AI Lesson
Fauna Plays Outer Wilds: Episode 5 【Thalassophobia】
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Fauna Plays Outer Wilds: Episode 4 【Beacon】
RAG & Vector Search
Fauna Plays Outer Wilds: Episode 4 【Beacon】
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Fauna Plays Outer Wilds: Episode 3 【Black Hole】
RAG & Vector Search
Fauna Plays Outer Wilds: Episode 3 【Black Hole】
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Fauna Plays Outer Wilds: Episode 2 【Feldspar】
RAG & Vector Search
Fauna Plays Outer Wilds: Episode 2 【Feldspar】
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Fauna Plays Outer Wilds: Episode 1 【Jumbo Marshmallow】
RAG & Vector Search
Fauna Plays Outer Wilds: Episode 1 【Jumbo Marshmallow】
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【holoEN AMONG US】 dun dun dun dun dun dun dun DU DU DUN
RAG & Vector Search ⚡ AI Lesson
【holoEN AMONG US】 dun dun dun dun dun dun dun DU DU DUN
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【after karaoke chats & superchats!】 catching up before my break!
RAG & Vector Search
【after karaoke chats & superchats!】 catching up before my break!
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【LETHAL COMPANY】 What are we, some kinda lethal company?
RAG & Vector Search ⚡ AI Lesson
【LETHAL COMPANY】 What are we, some kinda lethal company?
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Social Networks Are Testing a Monthly Subscription
RAG & Vector Search
Social Networks Are Testing a Monthly Subscription
Neil Patel Beginner 2y ago
【The Binding of Isaac: Rebirth】 cute game (⌒‿⌒)
RAG & Vector Search
【The Binding of Isaac: Rebirth】 cute game (⌒‿⌒)
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Save time debugging: Icecream for Python #python #coding #debugging
RAG & Vector Search
Save time debugging: Icecream for Python #python #coding #debugging
AssemblyAI Beginner 2y ago
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